Dataset statistics
| Number of variables | 40 |
|---|---|
| Number of observations | 13351 |
| Missing cells | 2671 |
| Missing cells (%) | 0.5% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.5 MiB |
| Average record size in memory | 117.0 B |
Variable types
| Numeric | 8 |
|---|---|
| Categorical | 32 |
Year has constant value "2019" | Constant |
df_index is highly correlated with Year | High correlation |
Price is highly correlated with Airline_5 and 1 other fields | High correlation |
Date is highly correlated with Year | High correlation |
Arrival_Hour is highly correlated with Arrival_Min and 2 other fields | High correlation |
Arrival_Min is highly correlated with Arrival_Hour | High correlation |
Dep_Hour is highly correlated with Arrival_Hour | High correlation |
Dep_Min is highly correlated with Year | High correlation |
Duration_in_minutes is highly correlated with Total_Stops and 5 other fields | High correlation |
Total_Stops is highly correlated with Duration_in_minutes | High correlation |
Month is highly correlated with Destination_5 | High correlation |
Year is highly correlated with Source_2 and 30 other fields | High correlation |
Airline_1 is highly correlated with Year | High correlation |
Airline_2 is highly correlated with Year | High correlation |
Airline_3 is highly correlated with Duration_in_minutes and 1 other fields | High correlation |
Airline_4 is highly correlated with Arrival_Hour and 3 other fields | High correlation |
Airline_5 is highly correlated with Price and 1 other fields | High correlation |
Airline_6 is highly correlated with Duration_in_minutes and 2 other fields | High correlation |
Airline_7 is highly correlated with Year | High correlation |
Airline_8 is highly correlated with Additional_Info_7 | High correlation |
Airline_9 is highly correlated with Year | High correlation |
Airline_10 is highly correlated with Year | High correlation |
Airline_11 is highly correlated with Year | High correlation |
Source_1 is highly correlated with Destination_4 | High correlation |
Source_2 is highly correlated with Duration_in_minutes and 3 other fields | High correlation |
Source_3 is highly correlated with Source_2 and 1 other fields | High correlation |
Source_4 is highly correlated with Destination_3 | High correlation |
Destination_1 is highly correlated with Duration_in_minutes and 3 other fields | High correlation |
Destination_2 is highly correlated with Duration_in_minutes | High correlation |
Destination_3 is highly correlated with Source_4 | High correlation |
Destination_4 is highly correlated with Source_1 | High correlation |
Destination_5 is highly correlated with Month | High correlation |
Additional_Info_1 is highly correlated with Year | High correlation |
Additional_Info_2 is highly correlated with Year | High correlation |
Additional_Info_3 is highly correlated with Price and 1 other fields | High correlation |
Additional_Info_4 is highly correlated with Year | High correlation |
Additional_Info_5 is highly correlated with Airline_4 and 1 other fields | High correlation |
Additional_Info_6 is highly correlated with Year | High correlation |
Additional_Info_7 is highly correlated with Airline_8 and 1 other fields | High correlation |
Additional_Info_8 is highly correlated with Airline_4 and 2 other fields | High correlation |
Additional_Info_9 is highly correlated with Year | High correlation |
Price has 2670 (20.0%) missing values | Missing |
Arrival_Hour has 411 (3.1%) zeros | Zeros |
Arrival_Min has 1828 (13.7%) zeros | Zeros |
Dep_Min has 2590 (19.4%) zeros | Zeros |
Reproduction
| Analysis started | 2022-11-01 12:21:55.327707 |
|---|---|
| Analysis finished | 2022-11-01 12:22:22.285344 |
| Duration | 26.96 seconds |
| Software version | pandas-profiling v3.4.0 |
| Download configuration | config.json |
| Distinct | 10681 |
|---|---|
| Distinct (%) | 80.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4539.876713 |
| Minimum | 0 |
|---|---|
| Maximum | 10682 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 104.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 333.5 |
| Q1 | 1668.5 |
| median | 4006 |
| Q3 | 7344.5 |
| 95-th percentile | 10014.5 |
| Maximum | 10682 |
| Range | 10682 |
| Interquartile range (IQR) | 5676 |
Descriptive statistics
| Standard deviation | 3208.941881 |
|---|---|
| Coefficient of variation (CV) | 0.7068345869 |
| Kurtosis | -1.222304742 |
| Mean | 4539.876713 |
| Median Absolute Deviation (MAD) | 2671 |
| Skewness | 0.3321333024 |
| Sum | 60611894 |
| Variance | 10297308 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2 | < 0.1% |
| 1774 | 2 | < 0.1% |
| 1776 | 2 | < 0.1% |
| 1777 | 2 | < 0.1% |
| 1778 | 2 | < 0.1% |
| 1779 | 2 | < 0.1% |
| 1780 | 2 | < 0.1% |
| 1781 | 2 | < 0.1% |
| 1782 | 2 | < 0.1% |
| 1783 | 2 | < 0.1% |
| Other values (10671) | 13331 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 1 | 2 | |
| 2 | 2 | |
| 3 | 2 | |
| 4 | 2 | |
| 5 | 2 | |
| 6 | 2 | |
| 7 | 2 | |
| 8 | 2 | |
| 9 | 2 |
| Value | Count | Frequency (%) |
| 10682 | 1 | |
| 10681 | 1 | |
| 10680 | 1 | |
| 10679 | 1 | |
| 10678 | 1 | |
| 10677 | 1 | |
| 10676 | 1 | |
| 10675 | 1 | |
| 10674 | 1 | |
| 10673 | 1 |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 104.4 KiB |
| 1.0 | |
|---|---|
| 0.0 | |
| 2.0 | |
| 3.0 | 56 |
| 4.0 | 2 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 40050 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 2.0 |
| 3rd row | 2.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 7056 | |
| 0.0 | 4340 | |
| 2.0 | 1896 | 14.2% |
| 3.0 | 56 | 0.4% |
| 4.0 | 2 | < 0.1% |
| (Missing) | 1 | < 0.1% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1.0 | 7056 | |
| 0.0 | 4340 | |
| 2.0 | 1896 | 14.2% |
| 3.0 | 56 | 0.4% |
| 4.0 | 2 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 17690 | |
| . | 13350 | |
| 1 | 7056 | 17.6% |
| 2 | 1896 | 4.7% |
| 3 | 56 | 0.1% |
| 4 | 2 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 26700 | |
| Other Punctuation | 13350 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 17690 | |
| 1 | 7056 | 26.4% |
| 2 | 1896 | 7.1% |
| 3 | 56 | 0.2% |
| 4 | 2 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 13350 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 40050 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 17690 | |
| . | 13350 | |
| 1 | 7056 | 17.6% |
| 2 | 1896 | 4.7% |
| 3 | 56 | 0.1% |
| 4 | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 40050 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 17690 | |
| . | 13350 | |
| 1 | 7056 | 17.6% |
| 2 | 1896 | 4.7% |
| 3 | 56 | 0.1% |
| 4 | 2 | < 0.1% |
| Distinct | 1870 |
|---|---|
| Distinct (%) | 17.5% |
| Missing | 2670 |
| Missing (%) | 20.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9085.898979 |
| Minimum | 1759 |
|---|---|
| Maximum | 79512 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 104.4 KiB |
Quantile statistics
| Minimum | 1759 |
|---|---|
| 5-th percentile | 3543 |
| Q1 | 5277 |
| median | 8372 |
| Q3 | 12373 |
| 95-th percentile | 15764 |
| Maximum | 79512 |
| Range | 77753 |
| Interquartile range (IQR) | 7096 |
Descriptive statistics
| Standard deviation | 4610.92195 |
|---|---|
| Coefficient of variation (CV) | 0.5074810935 |
| Kurtosis | 13.31338345 |
| Mean | 9085.898979 |
| Median Absolute Deviation (MAD) | 3382 |
| Skewness | 1.813560352 |
| Sum | 97046487 |
| Variance | 21260601.22 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10262 | 258 | 1.9% |
| 10844 | 212 | 1.6% |
| 7229 | 162 | 1.2% |
| 4804 | 160 | 1.2% |
| 4823 | 131 | 1.0% |
| 14714 | 109 | 0.8% |
| 3943 | 104 | 0.8% |
| 15129 | 93 | 0.7% |
| 3841 | 91 | 0.7% |
| 12898 | 86 | 0.6% |
| Other values (1860) | 9275 | |
| (Missing) | 2670 | 20.0% |
| Value | Count | Frequency (%) |
| 1759 | 4 | < 0.1% |
| 1840 | 1 | < 0.1% |
| 1965 | 36 | |
| 2017 | 35 | |
| 2050 | 10 | 0.1% |
| 2071 | 6 | < 0.1% |
| 2175 | 7 | 0.1% |
| 2227 | 40 | |
| 2228 | 9 | 0.1% |
| 2385 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 79512 | 1 | < 0.1% |
| 62427 | 1 | < 0.1% |
| 57209 | 1 | < 0.1% |
| 54826 | 3 | |
| 52285 | 1 | < 0.1% |
| 52229 | 1 | < 0.1% |
| 46490 | 1 | < 0.1% |
| 36983 | 1 | < 0.1% |
| 36235 | 2 | |
| 35185 | 1 | < 0.1% |
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.39060745 |
| Minimum | 1 |
|---|---|
| Maximum | 27 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 104.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 6 |
| median | 12 |
| Q3 | 21 |
| 95-th percentile | 27 |
| Maximum | 27 |
| Range | 26 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 8.439748928 |
|---|---|
| Coefficient of variation (CV) | 0.6302737917 |
| Kurtosis | -1.259719504 |
| Mean | 13.39060745 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.1349193501 |
| Sum | 178778 |
| Variance | 71.22936196 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9 | 1769 | |
| 6 | 1626 | |
| 21 | 1368 | |
| 27 | 1350 | |
| 1 | 1349 | |
| 24 | 1307 | |
| 15 | 1251 | |
| 12 | 1212 | |
| 3 | 1083 | |
| 18 | 1036 |
| Value | Count | Frequency (%) |
| 1 | 1349 | |
| 3 | 1083 | |
| 6 | 1626 | |
| 9 | 1769 | |
| 12 | 1212 | |
| 15 | 1251 | |
| 18 | 1036 | |
| 21 | 1368 | |
| 24 | 1307 | |
| 27 | 1350 |
| Value | Count | Frequency (%) |
| 27 | 1350 | |
| 24 | 1307 | |
| 21 | 1368 | |
| 18 | 1036 | |
| 15 | 1251 | |
| 12 | 1212 | |
| 9 | 1769 | |
| 6 | 1626 | |
| 3 | 1083 | |
| 1 | 1349 |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 104.4 KiB |
| 5 | |
|---|---|
| 6 | |
| 3 | |
| 4 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13351 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 5 |
| 3rd row | 6 |
| 4th row | 5 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 5 | 4329 | |
| 6 | 4285 | |
| 3 | 3410 | |
| 4 | 1327 | 9.9% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 5 | 4329 | |
| 6 | 4285 | |
| 3 | 3410 | |
| 4 | 1327 | 9.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 5 | 4329 | |
| 6 | 4285 | |
| 3 | 3410 | |
| 4 | 1327 | 9.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13351 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 5 | 4329 | |
| 6 | 4285 | |
| 3 | 3410 | |
| 4 | 1327 | 9.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13351 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 5 | 4329 | |
| 6 | 4285 | |
| 3 | 3410 | |
| 4 | 1327 | 9.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13351 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 5 | 4329 | |
| 6 | 4285 | |
| 3 | 3410 | |
| 4 | 1327 | 9.9% |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 104.4 KiB |
| 2019 |
|---|
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 53404 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2019 |
|---|---|
| 2nd row | 2019 |
| 3rd row | 2019 |
| 4th row | 2019 |
| 5th row | 2019 |
Common Values
| Value | Count | Frequency (%) |
| 2019 | 13351 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 2019 | 13351 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 13351 | |
| 0 | 13351 | |
| 1 | 13351 | |
| 9 | 13351 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 53404 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 13351 | |
| 0 | 13351 | |
| 1 | 13351 | |
| 9 | 13351 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 53404 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 13351 | |
| 0 | 13351 | |
| 1 | 13351 | |
| 9 | 13351 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 53404 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 13351 | |
| 0 | 13351 | |
| 1 | 13351 | |
| 9 | 13351 |
| Distinct | 24 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.3957756 |
| Minimum | 0 |
|---|---|
| Maximum | 23 |
| Zeros | 411 |
| Zeros (%) | 3.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 104.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 8 |
| median | 14 |
| Q3 | 19 |
| 95-th percentile | 22 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 6.896835956 |
|---|---|
| Coefficient of variation (CV) | 0.5148515594 |
| Kurtosis | -1.077634955 |
| Mean | 13.3957756 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -0.3844453106 |
| Sum | 178847 |
| Variance | 47.5663462 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 19 | 2057 | |
| 12 | 1094 | 8.2% |
| 4 | 1013 | 7.6% |
| 21 | 898 | 6.7% |
| 22 | 837 | 6.3% |
| 1 | 688 | 5.2% |
| 18 | 640 | 4.8% |
| 23 | 608 | 4.6% |
| 8 | 594 | 4.4% |
| 10 | 593 | 4.4% |
| Other values (14) | 4329 |
| Value | Count | Frequency (%) |
| 0 | 411 | |
| 1 | 688 | |
| 2 | 92 | 0.7% |
| 3 | 61 | 0.5% |
| 4 | 1013 | |
| 5 | 95 | 0.7% |
| 6 | 64 | 0.5% |
| 7 | 518 | |
| 8 | 594 | |
| 9 | 591 |
| Value | Count | Frequency (%) |
| 23 | 608 | 4.6% |
| 22 | 837 | |
| 21 | 898 | |
| 20 | 489 | 3.7% |
| 19 | 2057 | |
| 18 | 640 | 4.8% |
| 17 | 242 | 1.8% |
| 16 | 447 | 3.3% |
| 15 | 222 | 1.7% |
| 14 | 360 | 2.7% |
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.65882705 |
| Minimum | 0 |
|---|---|
| Maximum | 55 |
| Zeros | 1828 |
| Zeros (%) | 13.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 104.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 10 |
| median | 25 |
| Q3 | 35 |
| 95-th percentile | 50 |
| Maximum | 55 |
| Range | 55 |
| Interquartile range (IQR) | 25 |
Descriptive statistics
| Standard deviation | 16.5571781 |
|---|---|
| Coefficient of variation (CV) | 0.6714503517 |
| Kurtosis | -1.038476359 |
| Mean | 24.65882705 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.1118113877 |
| Sum | 329220 |
| Variance | 274.1401466 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1828 | |
| 15 | 1612 | |
| 25 | 1599 | |
| 35 | 1364 | |
| 20 | 1106 | |
| 30 | 1062 | |
| 50 | 935 | |
| 45 | 889 | |
| 5 | 839 | |
| 40 | 785 | |
| Other values (2) | 1332 |
| Value | Count | Frequency (%) |
| 0 | 1828 | |
| 5 | 839 | |
| 10 | 717 | 5.4% |
| 15 | 1612 | |
| 20 | 1106 | |
| 25 | 1599 | |
| 30 | 1062 | |
| 35 | 1364 | |
| 40 | 785 | |
| 45 | 889 |
| Value | Count | Frequency (%) |
| 55 | 615 | 4.6% |
| 50 | 935 | |
| 45 | 889 | |
| 40 | 785 | |
| 35 | 1364 | |
| 30 | 1062 | |
| 25 | 1599 | |
| 20 | 1106 | |
| 15 | 1612 | |
| 10 | 717 |
| Distinct | 24 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.51299528 |
| Minimum | 0 |
|---|---|
| Maximum | 23 |
| Zeros | 51 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 104.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 8 |
| median | 11 |
| Q3 | 18 |
| 95-th percentile | 22 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 5.736678072 |
|---|---|
| Coefficient of variation (CV) | 0.4584576229 |
| Kurtosis | -1.197845565 |
| Mean | 12.51299528 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.1092079702 |
| Sum | 167061 |
| Variance | 32.9094753 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9 | 1151 | 8.6% |
| 7 | 1067 | 8.0% |
| 8 | 872 | 6.5% |
| 6 | 863 | 6.5% |
| 17 | 847 | 6.3% |
| 20 | 826 | 6.2% |
| 5 | 776 | 5.8% |
| 11 | 714 | 5.3% |
| 19 | 710 | 5.3% |
| 10 | 677 | 5.1% |
| Other values (14) | 4848 |
| Value | Count | Frequency (%) |
| 0 | 51 | 0.4% |
| 1 | 44 | 0.3% |
| 2 | 228 | 1.7% |
| 3 | 30 | 0.2% |
| 4 | 219 | 1.6% |
| 5 | 776 | |
| 6 | 863 | |
| 7 | 1067 | |
| 8 | 872 | |
| 9 | 1151 |
| Value | Count | Frequency (%) |
| 23 | 189 | 1.4% |
| 22 | 486 | |
| 21 | 625 | |
| 20 | 826 | |
| 19 | 710 | |
| 18 | 553 | |
| 17 | 847 | |
| 16 | 602 | |
| 15 | 431 | |
| 14 | 647 |
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.50265898 |
| Minimum | 0 |
|---|---|
| Maximum | 55 |
| Zeros | 2590 |
| Zeros (%) | 19.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 104.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 5 |
| median | 25 |
| Q3 | 40 |
| 95-th percentile | 55 |
| Maximum | 55 |
| Range | 55 |
| Interquartile range (IQR) | 35 |
Descriptive statistics
| Standard deviation | 18.83169624 |
|---|---|
| Coefficient of variation (CV) | 0.7685572515 |
| Kurtosis | -1.304474933 |
| Mean | 24.50265898 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 0.1597992843 |
| Sum | 327135 |
| Variance | 354.6327832 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2590 | |
| 30 | 1491 | |
| 55 | 1332 | |
| 45 | 1106 | |
| 10 | 1099 | |
| 5 | 951 | 7.1% |
| 15 | 876 | 6.6% |
| 25 | 864 | 6.5% |
| 20 | 819 | 6.1% |
| 35 | 812 | 6.1% |
| Other values (2) | 1411 |
| Value | Count | Frequency (%) |
| 0 | 2590 | |
| 5 | 951 | 7.1% |
| 10 | 1099 | |
| 15 | 876 | 6.6% |
| 20 | 819 | 6.1% |
| 25 | 864 | 6.5% |
| 30 | 1491 | |
| 35 | 812 | 6.1% |
| 40 | 646 | 4.8% |
| 45 | 1106 |
| Value | Count | Frequency (%) |
| 55 | 1332 | |
| 50 | 765 | |
| 45 | 1106 | |
| 40 | 646 | |
| 35 | 812 | |
| 30 | 1491 | |
| 25 | 864 | |
| 20 | 819 | |
| 15 | 876 | |
| 10 | 1099 |
| Distinct | 373 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 642.4451352 |
| Minimum | 75 |
|---|---|
| Maximum | 2860 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 104.4 KiB |
Quantile statistics
| Minimum | 75 |
|---|---|
| 5-th percentile | 90 |
| Q1 | 175 |
| median | 520 |
| Q3 | 930 |
| 95-th percentile | 1615 |
| Maximum | 2860 |
| Range | 2785 |
| Interquartile range (IQR) | 755 |
Descriptive statistics
| Standard deviation | 506.6412684 |
|---|---|
| Coefficient of variation (CV) | 0.788614063 |
| Kurtosis | -0.1417844086 |
| Mean | 642.4451352 |
| Median Absolute Deviation (MAD) | 350 |
| Skewness | 0.8680851863 |
| Sum | 8577285 |
| Variance | 256685.3748 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 170 | 672 | 5.0% |
| 90 | 493 | 3.7% |
| 165 | 432 | 3.2% |
| 175 | 418 | 3.1% |
| 155 | 399 | 3.0% |
| 180 | 333 | 2.5% |
| 140 | 286 | 2.1% |
| 150 | 278 | 2.1% |
| 160 | 196 | 1.5% |
| 135 | 164 | 1.2% |
| Other values (363) | 9680 |
| Value | Count | Frequency (%) |
| 75 | 30 | 0.2% |
| 80 | 81 | 0.6% |
| 85 | 159 | 1.2% |
| 90 | 493 | |
| 95 | 22 | 0.2% |
| 135 | 164 | 1.2% |
| 140 | 286 | |
| 145 | 122 | 0.9% |
| 150 | 278 | |
| 155 | 399 |
| Value | Count | Frequency (%) |
| 2860 | 1 | < 0.1% |
| 2820 | 1 | < 0.1% |
| 2565 | 1 | < 0.1% |
| 2525 | 1 | < 0.1% |
| 2480 | 1 | < 0.1% |
| 2440 | 1 | < 0.1% |
| 2420 | 1 | < 0.1% |
| 2345 | 3 | |
| 2315 | 5 | |
| 2300 | 6 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 104.4 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13351 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 11161 | |
| 1 | 2190 | 16.4% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 11161 | |
| 1 | 2190 | 16.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 11161 | |
| 1 | 2190 | 16.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13351 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 11161 | |
| 1 | 2190 | 16.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13351 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 11161 | |
| 1 | 2190 | 16.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13351 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 11161 | |
| 1 | 2190 | 16.4% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 104.4 KiB |
| 0 | |
|---|---|
| 1 | 240 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13351 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 13111 | |
| 1 | 240 | 1.8% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 13111 | |
| 1 | 240 | 1.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 13111 | |
| 1 | 240 | 1.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13351 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 13111 | |
| 1 | 240 | 1.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13351 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 13111 | |
| 1 | 240 | 1.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13351 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 13111 | |
| 1 | 240 | 1.8% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 104.4 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13351 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 10787 | |
| 1 | 2564 | 19.2% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 10787 | |
| 1 | 2564 | 19.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 10787 | |
| 1 | 2564 | 19.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13351 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 10787 | |
| 1 | 2564 | 19.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13351 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 10787 | |
| 1 | 2564 | 19.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13351 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 10787 | |
| 1 | 2564 | 19.2% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 104.4 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13351 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 8606 | |
| 1 | 4745 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 8606 | |
| 1 | 4745 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 8606 | |
| 1 | 4745 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13351 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 8606 | |
| 1 | 4745 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13351 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 8606 | |
| 1 | 4745 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13351 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 8606 | |
| 1 | 4745 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 104.4 KiB |
| 0 | |
|---|---|
| 1 | 8 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13351 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 13343 | |
| 1 | 8 | 0.1% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 13343 | |
| 1 | 8 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 13343 | |
| 1 | 8 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13351 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 13343 | |
| 1 | 8 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13351 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 13343 | |
| 1 | 8 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13351 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 13343 | |
| 1 | 8 | 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 104.4 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13351 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 11808 | |
| 1 | 1543 | 11.6% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 11808 | |
| 1 | 1543 | 11.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 11808 | |
| 1 | 1543 | 11.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13351 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 11808 | |
| 1 | 1543 | 11.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13351 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 11808 | |
| 1 | 1543 | 11.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13351 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 11808 | |
| 1 | 1543 | 11.6% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 104.4 KiB |
| 0 | |
|---|---|
| 1 | 16 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13351 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 13335 | |
| 1 | 16 | 0.1% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 13335 | |
| 1 | 16 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 13335 | |
| 1 | 16 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13351 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 13335 | |
| 1 | 16 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13351 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 13335 | |
| 1 | 16 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13351 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 13335 | |
| 1 | 16 | 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 104.4 KiB |
| 0 | |
|---|---|
| 1 | 1026 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13351 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 12325 | |
| 1 | 1026 | 7.7% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 12325 | |
| 1 | 1026 | 7.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 12325 | |
| 1 | 1026 | 7.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13351 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 12325 | |
| 1 | 1026 | 7.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13351 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 12325 | |
| 1 | 1026 | 7.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13351 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 12325 | |
| 1 | 1026 | 7.7% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 104.4 KiB |
| 0 | |
|---|---|
| 1 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13351 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 13350 | |
| 1 | 1 | < 0.1% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 13350 | |
| 1 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 13350 | |
| 1 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13351 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 13350 | |
| 1 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13351 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 13350 | |
| 1 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13351 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 13350 | |
| 1 | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 104.4 KiB |
| 0 | |
|---|---|
| 1 | 608 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13351 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 12743 | |
| 1 | 608 | 4.6% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 12743 | |
| 1 | 608 | 4.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 12743 | |
| 1 | 608 | 4.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13351 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 12743 | |
| 1 | 608 | 4.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13351 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 12743 | |
| 1 | 608 | 4.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13351 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 12743 | |
| 1 | 608 | 4.6% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 104.4 KiB |
| 0 | |
|---|---|
| 1 | 5 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13351 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 13346 | |
| 1 | 5 | < 0.1% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 13346 | |
| 1 | 5 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 13346 | |
| 1 | 5 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13351 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 13346 | |
| 1 | 5 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13351 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 13346 | |
| 1 | 5 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13351 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 13346 | |
| 1 | 5 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 104.4 KiB |
| 0 | |
|---|---|
| 1 | 456 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13351 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 12895 | |
| 1 | 456 | 3.4% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 12895 | |
| 1 | 456 | 3.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 12895 | |
| 1 | 456 | 3.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13351 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 12895 | |
| 1 | 456 | 3.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13351 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 12895 | |
| 1 | 456 | 3.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13351 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 12895 | |
| 1 | 456 | 3.4% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 104.4 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13351 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 7670 | |
| 1 | 5681 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 7670 | |
| 1 | 5681 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7670 | |
| 1 | 5681 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13351 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 7670 | |
| 1 | 5681 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13351 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 7670 | |
| 1 | 5681 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13351 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 7670 | |
| 1 | 5681 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 104.4 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13351 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 9770 | |
| 1 | 3581 | 26.8% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 9770 | |
| 1 | 3581 | 26.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 9770 | |
| 1 | 3581 | 26.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13351 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 9770 | |
| 1 | 3581 | 26.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13351 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 9770 | |
| 1 | 3581 | 26.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13351 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 9770 | |
| 1 | 3581 | 26.8% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 104.4 KiB |
| 0 | |
|---|---|
| 1 | 881 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13351 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 12470 | |
| 1 | 881 | 6.6% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 12470 | |
| 1 | 881 | 6.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 12470 | |
| 1 | 881 | 6.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13351 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 12470 | |
| 1 | 881 | 6.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13351 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 12470 | |
| 1 | 881 | 6.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13351 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 12470 | |
| 1 | 881 | 6.6% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 104.4 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13351 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 7670 | |
| 1 | 5681 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 7670 | |
| 1 | 5681 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7670 | |
| 1 | 5681 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13351 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 7670 | |
| 1 | 5681 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13351 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 7670 | |
| 1 | 5681 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13351 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 7670 | |
| 1 | 5681 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 104.4 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13351 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 11769 | |
| 1 | 1582 | 11.8% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 11769 | |
| 1 | 1582 | 11.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 11769 | |
| 1 | 1582 | 11.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13351 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 11769 | |
| 1 | 1582 | 11.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13351 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 11769 | |
| 1 | 1582 | 11.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13351 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 11769 | |
| 1 | 1582 | 11.8% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 104.4 KiB |
| 0 | |
|---|---|
| 1 | 881 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13351 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 12470 | |
| 1 | 881 | 6.6% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 12470 | |
| 1 | 881 | 6.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 12470 | |
| 1 | 881 | 6.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13351 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 12470 | |
| 1 | 881 | 6.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13351 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 12470 | |
| 1 | 881 | 6.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13351 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 12470 | |
| 1 | 881 | 6.6% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 104.4 KiB |
| 0 | |
|---|---|
| 1 | 456 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13351 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 12895 | |
| 1 | 456 | 3.4% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 12895 | |
| 1 | 456 | 3.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 12895 | |
| 1 | 456 | 3.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13351 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 12895 | |
| 1 | 456 | 3.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13351 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 12895 | |
| 1 | 456 | 3.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13351 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 12895 | |
| 1 | 456 | 3.4% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 104.4 KiB |
| 0 | |
|---|---|
| 1 | 1170 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13351 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 12181 | |
| 1 | 1170 | 8.8% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 12181 | |
| 1 | 1170 | 8.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 12181 | |
| 1 | 1170 | 8.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13351 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 12181 | |
| 1 | 1170 | 8.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13351 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 12181 | |
| 1 | 1170 | 8.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13351 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 12181 | |
| 1 | 1170 | 8.8% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 104.4 KiB |
| 0 | |
|---|---|
| 1 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13351 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 13350 | |
| 1 | 1 | < 0.1% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 13350 | |
| 1 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 13350 | |
| 1 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13351 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 13350 | |
| 1 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13351 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 13350 | |
| 1 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13351 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 13350 | |
| 1 | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 104.4 KiB |
| 0 | |
|---|---|
| 1 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13351 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 13350 | |
| 1 | 1 | < 0.1% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 13350 | |
| 1 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 13350 | |
| 1 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13351 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 13350 | |
| 1 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13351 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 13350 | |
| 1 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13351 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 13350 | |
| 1 | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 104.4 KiB |
| 0 | |
|---|---|
| 1 | 5 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13351 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 13346 | |
| 1 | 5 | < 0.1% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 13346 | |
| 1 | 5 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 13346 | |
| 1 | 5 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13351 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 13346 | |
| 1 | 5 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13351 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 13346 | |
| 1 | 5 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13351 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 13346 | |
| 1 | 5 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 104.4 KiB |
| 0 | |
|---|---|
| 1 | 8 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13351 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 13343 | |
| 1 | 8 | 0.1% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 13343 | |
| 1 | 8 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 13343 | |
| 1 | 8 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13351 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 13343 | |
| 1 | 8 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13351 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 13343 | |
| 1 | 8 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13351 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 13343 | |
| 1 | 8 | 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 104.4 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13351 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 10925 | |
| 1 | 2426 | 18.2% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 10925 | |
| 1 | 2426 | 18.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 10925 | |
| 1 | 2426 | 18.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13351 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 10925 | |
| 1 | 2426 | 18.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13351 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 10925 | |
| 1 | 2426 | 18.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13351 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 10925 | |
| 1 | 2426 | 18.2% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 104.4 KiB |
| 0 | |
|---|---|
| 1 | 3 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13351 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 13348 | |
| 1 | 3 | < 0.1% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 13348 | |
| 1 | 3 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 13348 | |
| 1 | 3 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13351 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 13348 | |
| 1 | 3 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13351 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 13348 | |
| 1 | 3 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13351 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 13348 | |
| 1 | 3 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 104.4 KiB |
| 0 | |
|---|---|
| 1 | 396 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13351 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 12955 | |
| 1 | 396 | 3.0% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 12955 | |
| 1 | 396 | 3.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 12955 | |
| 1 | 396 | 3.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13351 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 12955 | |
| 1 | 396 | 3.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13351 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 12955 | |
| 1 | 396 | 3.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13351 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 12955 | |
| 1 | 396 | 3.0% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 104.4 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13351 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 10490 | |
| 0 | 2861 | 21.4% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1 | 10490 | |
| 0 | 2861 | 21.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 10490 | |
| 0 | 2861 | 21.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13351 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 10490 | |
| 0 | 2861 | 21.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13351 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 10490 | |
| 0 | 2861 | 21.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13351 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 10490 | |
| 0 | 2861 | 21.4% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 104.4 KiB |
| 0 | |
|---|---|
| 1 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13351 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 13350 | |
| 1 | 1 | < 0.1% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 13350 | |
| 1 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 13350 | |
| 1 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13351 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 13350 | |
| 1 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13351 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 13350 | |
| 1 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13351 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 13350 | |
| 1 | 1 | < 0.1% |
Auto
The auto setting is an easily interpretable pairwise column metric of the following mapping: vartype-vartype : method, categorical-categorical : Cramer's V, numerical-categorical : Cramer's V (using a discretized numerical column), numerical-numerical : Spearman's ρ. This configuration uses the best suitable for each pair of columns.Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| df_index | Total_Stops | Price | Date | Month | Year | Arrival_Hour | Arrival_Min | Dep_Hour | Dep_Min | Duration_in_minutes | Airline_1 | Airline_2 | Airline_3 | Airline_4 | Airline_5 | Airline_6 | Airline_7 | Airline_8 | Airline_9 | Airline_10 | Airline_11 | Source_1 | Source_2 | Source_3 | Source_4 | Destination_1 | Destination_2 | Destination_3 | Destination_4 | Destination_5 | Additional_Info_1 | Additional_Info_2 | Additional_Info_3 | Additional_Info_4 | Additional_Info_5 | Additional_Info_6 | Additional_Info_7 | Additional_Info_8 | Additional_Info_9 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 0.0 | 3897.0 | 24 | 3 | 2019 | 1 | 10 | 22 | 20 | 170 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 1 | 1 | 2.0 | 7662.0 | 1 | 5 | 2019 | 13 | 15 | 5 | 50 | 445 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 2 | 2 | 2.0 | 13882.0 | 9 | 6 | 2019 | 4 | 25 | 9 | 25 | 1140 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 3 | 3 | 1.0 | 6218.0 | 12 | 5 | 2019 | 23 | 30 | 18 | 5 | 325 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 4 | 4 | 1.0 | 13302.0 | 1 | 3 | 2019 | 21 | 35 | 16 | 50 | 285 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 5 | 5 | 0.0 | 3873.0 | 24 | 6 | 2019 | 11 | 25 | 9 | 0 | 145 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 6 | 6 | 1.0 | 11087.0 | 12 | 3 | 2019 | 10 | 25 | 18 | 55 | 930 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 |
| 7 | 7 | 1.0 | 22270.0 | 1 | 3 | 2019 | 5 | 5 | 8 | 0 | 1265 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 8 | 8 | 1.0 | 11087.0 | 12 | 3 | 2019 | 10 | 25 | 8 | 55 | 1530 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 |
| 9 | 9 | 1.0 | 8625.0 | 27 | 5 | 2019 | 19 | 15 | 11 | 25 | 470 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
Last rows
| df_index | Total_Stops | Price | Date | Month | Year | Arrival_Hour | Arrival_Min | Dep_Hour | Dep_Min | Duration_in_minutes | Airline_1 | Airline_2 | Airline_3 | Airline_4 | Airline_5 | Airline_6 | Airline_7 | Airline_8 | Airline_9 | Airline_10 | Airline_11 | Source_1 | Source_2 | Source_3 | Source_4 | Destination_1 | Destination_2 | Destination_3 | Destination_4 | Destination_5 | Additional_Info_1 | Additional_Info_2 | Additional_Info_3 | Additional_Info_4 | Additional_Info_5 | Additional_Info_6 | Additional_Info_7 | Additional_Info_8 | Additional_Info_9 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 13341 | 2661 | 2.0 | NaN | 27 | 3 | 2019 | 4 | 25 | 19 | 10 | 1995 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 13342 | 2662 | 0.0 | NaN | 21 | 5 | 2019 | 15 | 25 | 13 | 55 | 90 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 13343 | 2663 | 1.0 | NaN | 12 | 5 | 2019 | 7 | 45 | 23 | 30 | 495 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 13344 | 2664 | 1.0 | NaN | 15 | 6 | 2019 | 1 | 30 | 15 | 15 | 615 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 13345 | 2665 | 0.0 | NaN | 21 | 6 | 2019 | 0 | 15 | 22 | 45 | 90 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 |
| 13346 | 2666 | 1.0 | NaN | 6 | 6 | 2019 | 20 | 25 | 20 | 30 | 1435 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 13347 | 2667 | 0.0 | NaN | 27 | 3 | 2019 | 16 | 55 | 14 | 20 | 155 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 13348 | 2668 | 1.0 | NaN | 6 | 3 | 2019 | 4 | 25 | 21 | 50 | 395 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 13349 | 2669 | 1.0 | NaN | 6 | 3 | 2019 | 19 | 15 | 4 | 0 | 915 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 13350 | 2670 | 1.0 | NaN | 15 | 6 | 2019 | 19 | 15 | 4 | 55 | 860 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |